Marilena Tauro1, William Dominguez-Viqueira1, Jan Poleszczuk2, Conor C Lynch1, Gary Martinez1, and Mikalai M Budzevich1
1Moffitt Cancer Center, Tampa, FL, United States, 2Polish Academy of Sciences, Warsaw, Poland
Synopsis
In
this work we evaluate the relative merits of MRI and CT to “gold standard” histopathology
assessment, with regard to bone tumor metastases. We also investigate the
profound effect that decalcification process has on tumor/bone morphology. MRI shows
differences in tumor shape before and after decalcifications, however the differences
in total tumor volume were smaller than 5 percent. Co-registered microCT images
and MR images exhibit displacement of bone-matrix after decalcification. The
question of co-registration between all three modalities remains open, however
we believe our algorithm minimizes registration errors.
Introduction
Skeletal disease is common in
patients with malignancies such as multiple myeloma and bone metastatic cancer1,2.
In bone, cancer cells interact with the
surrounding stroma to generate lesions that are osteolytic (bone destructive)
or osteoblastic (bone forming) or, in most cases, a mixture of both processes3. The site of bone colonization/metastasis can
vary but typically, they manifest in the axial skeleton, in the metabolically
active metasphyseal regions of trabecular bone. Understanding the anatomical habitat of early
lesions can reveal clues as to how cancer cells disseminate to bone and
establish active disease. Co-registration of imaging modality data with
histological decalcified tissue sections can address this underexplored issue. Computed
tomography (CT) provides high resolution of cortical and trabecular bone (up to
3 microns). Magnetic Resonance Imaging (MRI) is complementary to CT in
that it is sensitive to soft tissue and in particular, the tumor, bone marrow
and skeletal metastasis before cortical destruction occurs4,5. This
can be used to assess treatment response, as well as size and number of osseous
metastases over time. In order to evaluate the relative merits of each modality
with regard to bone tumor metastases, we seek to relate MRI and CT to “gold
standard” histopathology assessment. We also investigate the profound effect that
decalcification has on tumor/bone morphology. Methods
All experiments
were performed with University of South Florida IACUC approval. Luciferase
expressing multiple myeloma cancer cells were injected (1×105 in
10 μl volume) into the tibia of an anesthetized immunocompromized mouse while
contralateral limbs received sham injections of saline. Tumor growth was monitored
overtime using bioluminescence imaging system IVIS 200 (Caliper Life Science,
Hopkinton, MA) and after three weeks, the animals were euthanized. The tumor
bearing and control limbs were carefully excised and soft tissue removed. After
24 h fixation in formalin, all bones are transferred in 70% ethanol solution prior
to imaging procedures. Each sample was imaged with 3 modalities: (MRI, microCT Inveon
and Scanco). MRI was performed before and after decalcification on a 7T
horizontal magnet (Agilent-Technologies) with Bruker electronics (BioSpec
AV3HD), using a two-element 1H cryoprobe. A turboRARE sequence with
TR/TE of 4066/55ms, 4 averages and 16 rare-factor was used to acquire 25 slices
of 250 mm thickness and 67×67 mm in-plane resolution. MicroCT scans were performed prior to decalcification on Inveon™
preclinical scanner (Siemens medical, Knoxville, Tennessee) as well as on Scanco
μCT 35 (Scanco Medical, Fabrikweg, Switzerland) using similar scan parameters
(80 kVp and 300 µA for Inveon, versus 70 kVp and 400 μA). Bones were
decalcified in 14% EDTA at pH 7.4 for two weeks, paraffin embedded and
sectioned for histologic analysis. Tissue sections of 5μm thickness, were sampled at
sequential points throughout the specimen. The sections were processed
(rehydration through ethanol series 100% to 50% and then H2O) and
H&E stained. Images for the same
bone were co-registered to 3D MRI, 3D CT, and histological slices using MATLAB generated
code and Inveon™ multimodal 3D visualization software. Tumor volumes were
segmented in MR images and quantitatively compared using Dice coefficients. The
spatial distribution of tumor in bone (using MRI) was compared to the trabecular
bone distribution in microCT images.Results
MRI shows differences in
tumor shape before and after decalcification (Fig.1a, b), however the differences
in total tumor volume was smaller than 5% (Fig. 2a). Co-registered microCT
images and MR images exhibit displacement of bone-matrix after decalcification.
The red contour on Fig.3d depicted initial boarders of tumor and tumor’s
boarders after decalcification Fig.3f. Tumors borders in decalcified bone have
shown the displacement of trabecular bone matrix by soft tumor masses. Co-registration of histological slices with microCT
images (see Fig.4) resulted in Dice coefficients in the range of 60%-90%. Discussion
We
believe the tumor shape and volume is partially affected, as shown in MR
images, due to changes in the bone matrix and infiltration of protons during the
decalcification process. The sham and the tumor bearing samples were both
fixed, and hence, the potential effect of fixing on their comparative behavior
to detect abnormalities should be minimized. The question of co-registration
between all three modalities remains open, however we believe our algorithm
minimizes registration errors.Conclusion
The bone
decalcification procedure does not significantly
affect tumor volume but does change a tumor/trabecular bone spatial
distribution. The information from all modalities can be combined as one-to-one
structural correspondence, but it requires introduction of normalization
factor. Moving forward, we believe this
multi-modal co-registration approach can be used to reveal important insights
into the exact anatomical niches that are preferentially colonized by cancer
cells.Acknowledgements
No acknowledgement found.References
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